A personalized periodontitis risk based on nonimage electronic dental records by machine learning

Autor: Swinckels, Laura, de Keijzer, Ander, Loos, Bruno G., Applegate, Reuben Joseph, Kookal, Krishna Kumar, Kalenderian, Elsbeth, Bijwaard, Harmen, Bruers, Josef

Publikováno v: In Journal of Dentistry February 2025 153

A personalized periodontitis risk based on nonimage electronic dental records by machine learning.

Autor: Swinckels L; Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, The Netherlands; Department Oral Hygiene, Faculty of Health, Sports and Welfare, Inholland University of Applied Sciences, Amsterdam, The Netherlands; Centre of Expertise Prevention in Health and Social Care, Inholland University of Applied Sciences, Haarlem, The Netherlands; Medical Technology Research Group, Inholland University of Applied Sciences, The Netherlands; Data Driven Smart Society Research Group, Inholland University of Applied Sciences, Alkmaar, The Netherlands. Electronic address: L.Swinckels@acta.nl., de Keijzer A; Data Driven Smart Society Research Group, Inholland University of Applied Sciences, Alkmaar, The Netherlands; Applied Responsible Artificial Intelligence Research Group, Avans University of Applied Sciences, Breda, The Netherlands., Loos BG; Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, The Netherlands., Applegate RJ; Biomedical Informatics Group-Analytics Research Center, School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX, USA., Kookal KK; Technology Services and Informatics, School of Dentistry, University of Texas Health Science Center at Houston, Houston, TX, USA., Kalenderian E; Marquette University School of Dentistry, Milwaukee, WI, USA; University of Pretoria School of Dentistry, Pretoria, South Africa., Bijwaard H; Medical Technology Research Group, Inholland University of Applied Sciences, The Netherlands; National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands., Bruers J; Academic Centre for Dentistry Amsterdam (ACTA), University of Amsterdam and Vrije Universiteit Amsterdam, The Netherlands; Royal Dutch Dental Association (KNMT), Utrecht, The Netherlands.

Publikováno v: Journal of dentistry [J Dent] 2024 Nov 19; Vol. 153, pp. 105469. Date of Electronic Publication: 2024 Nov 19.